Provenance record

Will it be AI or the climate crisis that ends humanity? We can make it neither | Adam McKay and Philip Eubanks

The Guardian: Artificial Intelligence (tier 1, news) 2026-10-28T12:00:04.000Z Original ↗

Discourse valence
-65
Strongly adverse
confidence 66% · 5 items · range -100 to -45
Adverse readingFavourable reading
Consensus of 5 models from different labs. Spread 55 points, agreement low.
AGI and timelinesExistential and catastrophic riskConcentration of power
Excerpt as ingested

Both of these threats have the same roots: private entities seeking to cash in. We have the power to stand against them A summer of extreme heat, entire villages obliterated in Nepal, a super El Niño breaking records, Exxon publicly saying we may reach 3C by 2050 – could it possibly be any worse? How about throwing AI extinction in the mix? Continue reading...

Every model that read this

ModelProviderStageScoreConf.LatencyPromptWhen
Llama 3.3 70BMetaanalysis -50 70%4128ms v1.0.0 / m1.0.1 2026-10-28 12:18
GPT-4.1 miniOpenAIconsensus -65 70%4145ms v1.0.0 / m1.0.1 2026-10-28 12:18
Claude Sonnet 5Anthropicconsensus -45 30%6087ms v1.0.0 / m1.0.1 2026-10-28 12:18
Gemini 2.5 FlashGoogleconsensus -100 80%1763ms v1.0.0 / m1.0.1 2026-10-28 12:18
Mistral Small 3.1 24BMistral AIconsensus -65 80%4574ms v1.0.0 / m1.0.1 2026-10-28 12:18
Llama 3.3 70B · reading

Item discusses AI and climate crisis as threats to humanity, implying negative consequences.

evidence: speculative horizon: n/a
GPT-4.1 mini · reading

The claim links AI risk with existential climate crises driven by profit motives, suggesting combined severe threats to humanity's survival. The evidence is more warning than direct empirical data, so confidence is moderate. The implication is materially concerning due to potential global catastrophic outcomes.

evidence: reported horizon: medium capability 70 societal 75 existential 80 economic 0
Claude Sonnet 5 · reading

This is an opinion essay asserting AI poses an extinction-level risk akin to climate change, rooted in corporate profit motives, without presenting new evidence. The claim is rhetorically strong but speculative, resting on analogy rather than specific data about AI harms.

evidence: speculative horizon: n/a
Gemini 2.5 Flash · reading

evidence: reported horizon: n/a
Mistral Small 3.1 24B · reading

The article presents two existential threats to humanity, AI and climate change, both driven by profit-seeking private entities. It suggests that AI could exacerbate the climate crisis, leading to potential extinction. The article does not provide specific evidence or data to support these claims, making the evidence speculative.

evidence: speculative horizon: n/a

Evidence extracted

The chain
SOURCE     The Guardian: Artificial Intelligence (tier 1)
   ↓
DOCUMENT   e5a59747-70d4-47cf-a373-440b7420bcb5
           https://theguardian.com/commentisfree/2026/oct/28/ai-climate-crisis-humanity
   ↓
EVIDENCE   2 extracted excerpts
   ↓
MODEL RUN  5 runs, methodology 1.0.1
   ↓
SCORE      -65  (Strongly adverse)
   ↓
CONFIDENCE 66%